Agent-Skills.md

Agent Skills: Sequential Thinking Workflow

순차적 사고, 분석, 문제 해결, 복잡한 문제, 단계별 분석 - Use when solving complex problems. Systematic thinking workflow using Sequential Thinking MCP for multi-step analysis, trade-off evaluation, and architectural decisions.

UncategorizedID: aimskr/aims-toolkit/sequential-thinking

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skills/sequential-thinking/SKILL.md

Skill Metadata

Name
sequential-thinking
Description
"순차적 사고, 분석, 문제 해결, 복잡한 문제, 단계별 분석 - Use when solving complex problems. Systematic thinking workflow using Sequential Thinking MCP for multi-step analysis, trade-off evaluation, and architectural decisions."

Sequential Thinking Workflow

Use Scenarios

  1. Complex Design Decisions: Architecture selection, tech stack decisions
  2. Multi-step Problem Solving: Bug root cause analysis, performance optimization strategy
  3. Uncertain Requirements: Requirements interpretation, approach exploration
  4. Trade-off Analysis: Comparing pros and cons of multiple options
  5. Refactoring Planning: Code improvement strategy

Thinking Process

1. Problem Decomposition (estimate total_thoughts)
   ↓
2. Step-by-step Thinking (analyze with each thought)
   ↓
3. Verification/Revision (is_revision: true)
   ↓
4. Hypothesis Formation and Verification
   ↓
5. Final Answer (next_thought_needed: false)

Checklist

Before Starting:

  • [ ] Is the problem truly complex? (Answer simple questions directly)
  • [ ] Would step-by-step thinking help?
  • [ ] Estimate initial total_thoughts (5-15)

During Process:

  • [ ] Does each thought have a clear purpose?
  • [ ] Is it logically connected to previous thoughts?
  • [ ] When stuck: use revises_thought to reconsider
  • [ ] When exploring alternatives: use branch_from_thought
  • [ ] If more needed: needs_more_thoughts: true

At Completion:

  • [ ] Has a satisfactory answer been reached?
  • [ ] Has the hypothesis been sufficiently verified?
  • [ ] Set next_thought_needed: false

Effective Usage Tips

  • Add thoughts as needed, don't be constrained by initial estimates
  • Express uncertainty honestly when things aren't clear
  • Reconsider previous decisions using revises_thought
  • Use branching for alternative exploration (branch_from_thought, branch_id)
  • Ignore information irrelevant to the current step

What to Avoid

  • Using excessive thinking for simple questions
  • Prematurely ending the thinking process
  • Lack of logical connection to previous thoughts
  • Pretending certainty when uncertain

Integration with Serena MCP

For complex code work:

  1. Sequential Thinking: Analyze requirements and establish approach strategy
  2. Serena MCP: Explore code structure and current state
  3. Sequential Thinking: Analyze exploration results and design modifications
  4. Serena MCP: Perform actual code modifications